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Evaluation of a model predictive control framework for motorway traffic involving conventional and automated vehicles

Perraki Georgia, Roncoli Claudio, Papamichail Ioannis, Papageorgiou Markos

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URIhttp://purl.tuc.gr/dl/dias/24258A7F-7868-4900-92B1-657512AB47E2-
Identifierhttps://doi.org/10.1016/j.trc.2018.05.002-
Identifierhttps://www.sciencedirect.com/science/article/pii/S0968090X1830593X-
Languageen-
Extent16 pagesen
TitleEvaluation of a model predictive control framework for motorway traffic involving conventional and automated vehiclesen
CreatorPerraki Georgiaen
CreatorΠερρακη Γεωργιαel
CreatorRoncoli Claudioen
CreatorRoncoli Claudioel
CreatorPapamichail Ioannisen
CreatorΠαπαμιχαηλ Ιωαννηςel
CreatorPapageorgiou Markosen
CreatorΠαπαγεωργιου Μαρκοςel
PublisherElsevieren
Content SummaryA Model Predictive Control (MPC) strategy for motorway traffic management, which takes into account both conventional control measures and control actions executed by vehicles equipped with Vehicle Automation and Communication Systems (VACS), is presented and evaluated using microscopic traffic simulation. A stretch of the motorway A20, which connects Rotterdam to Gouda in the Netherlands, is taken as a realistic test bed. In order to ensure the reliability of the application results, extensive speed and flow measurements, collected from the field, are used to calibrate the site's microscopic traffic simulation model. The efficiency of the MPC framework, applied to this real sizable and complex network under realistic traffic conditions, is examined for different traffic conditions and different penetration rates of equipped vehicles. The adequacy of the control application when only VACS equipped vehicles are used as actuators, is also considered, and the related findings underline the significance of conventional control measures during a transition period or in case of increased future demand.en
Type of ItemPeer-Reviewed Journal Publicationen
Type of ItemΔημοσίευση σε Περιοδικό με Κριτέςel
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2019-09-02-
Date of Publication2018-
SubjectAimsunen
SubjectConnected and autonomous vehiclesen
SubjectMicroscopic traffic simulationen
SubjectModel predictive controlen
SubjectMotorway traffic controlen
Bibliographic CitationG. Perraki, C. Roncoli, I. Papamichail and M. Papageorgiou, "Evaluation of a model predictive control framework for motorway traffic involving conventional and automated vehicles," Transp. Res. Part C Emerg. Technol., vol. 92, pp. 456-471, July 2018. doi: 10.1016/j.trc.2018.05.002en

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